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bioc
methyLImp2:Missing value estimation of DNA methylation data
This package allows to estimate missing values in DNA methylation data. methyLImp method is based on linear regression since methylation levels show a high degree of inter-sample correlation. Implementation is parallelised over chromosomes since probes on different chromosomes are usually independent. Mini-batch approach to reduce the runtime in case of large number of samples is available.
Maintained by Anna Plaksienko. Last updated 2 months ago.
dnamethylationmicroarraysoftwaremethylationarrayregressionimputationmethylationmissing-value-imputation
6 stars 5.62 score 3 scripts